Applications

Preference Relation-based Markov Random Fields for Recommender Systems ACML 2015 PU Learning for Matrix Completion ICML 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Scalable Person Re-Identification: A Benchmark ICCV 2015 Sparse Subspace Clustering with Missing Entries ICML 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015 The S-Hock Dataset: Analyzing Crowds at the Stadium CVPR 2015 Time-Sensitive Recommendation From Recurrent User Activities NeurIPS 2015 Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015 Tree Quantization for Large-Scale Similarity Search and Classification CVPR 2015 Web Scale Photo Hash Clustering on A Single Machine CVPR 2015 Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NeurIPS 2015 Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015 A Latent Source Model for Online Collaborative Filtering NeurIPS 2014 Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NeurIPS 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 A UCB-Like Strategy of Collaborative Filtering ACML 2014 Axioms for Graph Clustering Quality Functions JMLR 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014 Cluster Canonical Correlation Analysis AISTATS 2014 Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014 Collaborative Hashing CVPR 2014 Collaborative Ranking for Local Preferences AISTATS 2014 Community Detection via Random and Adaptive Sampling COLT 2014